Method and apparatus for detecting defects in a laminate of uncured, compacted composite sheets. After a number of plies of composite sheets are arranged and compacted, a burst of heat energy is applied to a top surface of the laminate and a digital thermographic camera captures images of the top surface. A computer processor measures heat characteristics of the top surface to identify regions of the top surface with different heat characteristics. Such different areas are identified as regions that include a defect. The defect regions can be repaired by applying additional compaction and/or by removing at least a portion of some layers, removing any foreign object debris, replacing the layers, and compacting the replaced layers. After any defects are addressed, the laminate is cured.
Legal claims defining the scope of protection, as filed with the USPTO.
1. A method, comprising: applying a burst of thermal energy to a surface of a plurality of uncured compacted composite layers; capturing at least one digital thermographic image of the surface of the uncured compacted composite layers after applying the burst of thermal energy; using a computer processor, analyzing at least one heat characteristic of regions of the uncured compacted composite layers in the at least one digital thermographic image to identify defect regions in which the at least one heat characteristic is different than surrounding regions, wherein the at least one heat characteristic of the uncured compacted composite layers comprises at least one of respective temperatures of the regions, respective first derivative rates of change of temperature of the regions over a plurality of digital thermographic images, and respective second derivative rates of change of temperature of the regions over a plurality of digital thermographic images, wherein the at least one heat characteristic of a subject region is different than surrounding regions if a peak of a second derivative rate of change of temperature for the subject region differs in time from a peak of a second derivative rate of change of temperature of at least one of the surrounding regions by more than a threshold amount; and upon identifying a defect region, outputting an alert.
2. The method of claim 1 , further comprising: performing a repair on the defect region of the uncured compacted composite layers; and curing the compacted composite layers.
3. The method of claim 1 , wherein analyzing at least one heat characteristic of the uncured compacted composite layers in the at least one digital thermographic image to identify regions in which the at least one heat characteristic is different than surrounding regions comprises analyzing at least one heat characteristic of every pixel in the at least one digital thermographic image.
4. The method of claim 1 , wherein the alert includes an indication of a location of the defect region on the uncured compacted composite layers.
5. A system, comprising: a work surface for arranging and compacting uncured composite layers; a heat source arranged relative to the surface and operable to provide a burst of thermal energy to a surface of uncured compacted composite layers on the work surface; a thermographic digital camera arranged relative to the surface and operable to capture at least one digital thermographic image of the surface of uncured compacted composite layers on the work surface; a computer processor in communication with the thermographic digital camera and the heat source; and a computer memory containing a program that, when executed on the computer processor, performs an operation for processing data, comprising: outputting a signal to the heat source to apply a burst of thermal energy to a surface of uncured compacted composite layers; capturing at least one digital thermographic image of the surface of the uncured compacted composite layers after applying the burst of thermal energy; analyzing at least one heat characteristic of regions of the uncured compacted composite layers in the at least one digital thermographic image to identify defect regions in which the at least one heat characteristic is different than surrounding regions, wherein the at least one heat characteristic of the uncured compacted composite layers comprises at least one of respective temperatures of the regions, respective first derivative rates of change of temperature of the regions over a plurality of digital thermographic images, and respective second derivative rates of change of temperature of the regions over a plurality of digital thermographic images; and upon identifying a defect region, outputting an alert.
6. The system of claim 5 , wherein the program, when executed on the computer processor, performs an additional operation for processing data, comprising, upon receiving an indication of a repair being made to the defect region: outputting a second signal to the heat source to apply a burst of thermal energy to a surface of uncured compacted composite layers; capturing a second at least one digital thermographic image of the surface of the uncured compacted composite layers after applying the burst of thermal energy; analyzing at least one heat characteristic of regions of the uncured compacted composite layers in the second at least one digital thermographic image to identify defect regions in which the at least one heat characteristic is different than surrounding regions; and upon identifying a defect region, outputting an alert.
7. The system of claim 5 , wherein analyzing at least one heat characteristic of the uncured compacted composite layers in the at least one digital thermographic image to identify regions in which the at least one heat characteristic is different than surrounding regions comprises analyzing at least one heat characteristic of every pixel in the at least one digital thermographic image.
8. The system of claim 5 , wherein the at least one heat characteristic of a subject region is different than surrounding regions if a peak of a second derivative rate of change of temperature for the subject region differs in time from a peak of a second derivative rate of change of temperature of at least one of the surrounding regions by more than a threshold amount.
9. The system of claim 5 , wherein the at least one heat characteristic of a subject region is different than surrounding regions if a peak in a first derivative rate of change of temperature for the subject region differs in time from a peak of a first derivative rate of change of temperature of at least one of the surrounding regions by more than a threshold amount.
10. The system of claim 5 , wherein the alert includes an indication of a location of the defect region on the uncured compacted composite layers.
11. A method, comprising: arranging and compacting a plurality of uncured composite layers; applying a burst of thermal energy to a surface of the plurality of uncured compacted composite layers; capturing at least one digital thermographic image of the surface of the uncured compacted composite layers after applying the burst of thermal energy; using a computer processor, analyzing at least one heat characteristic of regions of the uncured compacted composite layers in the at least one digital thermographic image to identify defect regions in which the at least one heat characteristic is different than surrounding regions, wherein the at least one heat characteristic of the uncured compacted composite layers comprises at least one of respective temperatures of the regions, respective first derivative rates of change of temperature of the regions over a plurality of digital thermographic images, and respective second derivative rates of change of temperature of the regions over a plurality of digital thermographic images; upon identifying a defect region: outputting an alert; and performing a repair operation on the defect region.
12. The method of claim 11 , further comprising curing the plurality of composite layers after performing the repair operation on the defect region.
13. The method of claim 12 , further comprising: after performing the repair operation on the defect region, arranging and compacting at least one additional uncured composite layer on the plurality of uncured composite layers to form a built-up plurality of uncured compacted composite layers; applying a burst of thermal energy to a surface of the built-up plurality of uncured compacted composite layers; capturing at least one digital thermographic image of the surface of the built-up uncured compacted composite layers after applying the burst of thermal energy; using a computer processor, analyzing at least one heat characteristic of regions of the built-up uncured compacted composite layers in the at least one digital thermographic image to identify defect regions in which the at least one heat characteristic is different than surrounding regions; upon identifying a defect region: outputting an alert; and performing a repair operation on the defect region.
14. The method of claim 11 , further comprising curing the built-up plurality of composite layers after performing the repair operation on the defect region.
15. The method of claim 11 , wherein the at least one heat characteristic of a subject region is different than surrounding regions if a peak of a second derivative rate of change of temperature for the subject region differs in time from a peak of a second derivative rate of change of temperature of at least one of the surrounding regions by more than a threshold amount.
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June 16, 2017
September 4, 2018
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